Variational methods for time-dependent classical many-particle systems

► A novel variational method for non-equilibrium classical systems is proposed. ► A functional is introduced whose extrema satisfy the Liouville equation. ► Trial functions are developed using multiscale methods. ► A general method for deriving coarse-grained kinetic equations is developed. ► Conditions on initial statistical state rendering Smoluchowski behavior are found.